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We compare forecasts from different adaptive learning algorithms and calibrations applied to US real-time data on inflation and growth. We find that the Least Squares with constant gains adjusted to match (past) survey forecasts provides the best overall performance both in terms of forecasting...
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The prompt availability of information on the current state of the economy in real-time is required for prediction purposes and crucial for timely policy adjustment and economic decision-making. While important macroeconomic indicators are reported only quarterly and also published with...
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To evaluate measures of expectations I examine and compare some of the most common methods for capturing expectations … expectations on the Federal funds rate target, and the main findings can be summarized as follows: i) the survey measure and the …
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The way in which individual expectations shape aggregate macroeconomic variables is crucial for the transmission and … effectiveness of monetary policy. We study the individual expectations formation process and the interaction with monetary policy … heterogeneous expectations model with a performance-based evolutionary selection among heterogeneous forecasting heuristics to the …
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